Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9533597 0.9951181 0.9544225 0.0357286 0.9646428
bt 0.7810277 0.7823366 0.9616458 0.1458609 0.4590908
maxnet 0.6592885 0.7617952 0.9384233 0.2292104 0.4554144
gam 0.7865613 0.7748986 0.9111825 0.1457023 0.4449628
glm 0.7723320 0.7219035 0.8424471 0.1584055 0.4165969

Variable Importance

Partial Dependence